{"id":"W3024877916","doi":"10.1017/cem.2020.137","title":"LO83: Effect of the transition to an entrustability scale on assessor stringency and leniency on daily encounter cards in emergency medicine","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Outlier; Scale (ratio); Emergency department; Population; Task (project management); Medicine; Statistics; Psychology; Computer science; Applied psychology; Mathematics; Nursing; Engineering; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00884414,0.0006970612,0.00110683,0.0007816092,0.001003755,0.001896789,0.001674874,0.00148082,0.01120129],"category_scores_gemma":[0.04822741,0.0006325895,0.001834958,0.0008293841,0.001072131,0.002206706,0.002813995,0.00303984,0.001533467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298032,"about_ca_system_score_gemma":0.001965499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01248122,"about_ca_topic_score_gemma":0.01441698,"domain_scores_codex":[0.9926415,0.004229054,0.0007171303,0.0007722523,0.001082126,0.0005578825],"domain_scores_gemma":[0.914391,0.06278017,0.009811568,0.002970018,0.002524819,0.00752232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05121944,0.009481974,0.9016677,0.0001521515,0.001390106,0.0001132384,0.002384718,0.0008624824,0.001008111,0.0002896994,0.002603228,0.02882716],"study_design_scores_gemma":[0.001028974,0.003960225,0.9923389,0.00002753621,0.0001426465,0.00001495832,0.0006359534,0.0009588756,0.0002271282,0.00007301808,0.0005546567,0.00003714077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979479,0.00003827172,0.00009043951,0.0001304585,0.00004242564,0.0001118203,0.0003192857,0.00002185508,0.001297531],"genre_scores_gemma":[0.9961084,0.00004530354,0.0005234389,0.0001390488,0.00003937995,0.0003258577,0.0007565881,0.00003137156,0.002030553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01248122,"threshold_uncertainty_score":0.04677284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0545902877070256,"score_gpt":0.3396476758681167,"score_spread":0.2850573881610911,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}